Run
8355503

Run 8355503

Task 3896 (Supervised Classification) ada_agnostic Uploaded 31-10-2017 by OpenML_Bot R
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  • AzureBot1 botV1 mlrRandomBot sciBenchV10
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Flow

mlr.classif.ranger(13)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(13)_num.trees1816
mlr.classif.ranger(13)_mtry32
mlr.classif.ranger(13)_min.node.size3
mlr.classif.ranger(13)_sample.fraction0.583880374301225
mlr.classif.ranger(13)_respect.unordered.factorsTRUE
mlr.classif.ranger(13)_num.threads1
mlr.classif.ranger(13)_verboseFALSE
mlr.classif.ranger(13)_openml.seed1
mlr.classif.ranger(13)_openml.kindMersenne-Twister
mlr.classif.ranger(13)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.8944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5675
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1881.4872
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2099
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3732
Cross-validation details (10-fold Crossvalidation)
Number of instances
4562
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.849
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8085
Cross-validation details (10-fold Crossvalidation)
Recall
0.849
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5625
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4319
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3263
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7555
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1253.092
UserCPU time millis
784.247
UserCPU time millis testing
19.354
UserCPU time millis training
764.893